Paper ID: 2212.12575

Continual Causal Abstractions

Matej Zečević, Moritz Willig, Jonas Seng, Florian Peter Busch

This short paper discusses continually updated causal abstractions as a potential direction of future research. The key idea is to revise the existing level of causal abstraction to a different level of detail that is both consistent with the history of observed data and more effective in solving a given task.

Submitted: Dec 23, 2022